基于EOF 2m温度质量控制方法研究  

Study of EOF Quality Control Method of 2m Temperature

作　　者：王轶[1,2] 徐枝芳 范广洲[1] 

机构地区：[1]成都信息工程学院,四川成都610225 [2]国家气象中心,北京100081

出　　处：《高原气象》2013年第2期564-574,共11页Plateau Meteorology

基　　金：公益性行业(气象)科研专项(GYHY200806003;GYHY201006001;GYHY201006016;GYHY201106044);国家自然科学基金项目(41275105)共同资助

摘　　要：利用冬季(2009年12月-2010年2月)和夏季(2010年6-8月)6h一次T639和NCEP 2m温度分析场作为背景场,采用EOF(Empirical Orthogonal Function)方法对我国及周边地区地面观测2m温度进行了质量控制研究。结果表明,使用NCEP资料,观测资料剔除率比T639高,而资料剔除率高的区域正好是观测增量双权重标准差较大的区域;冬季观测增量双权重标准差比夏季大,导致冬季资料的剔除率比夏季高;与传统OMB(Observation-Minus-Background)质量控制方法对比,发现两种质量控制方法都能使观测增量更接近正态分布,但使用传统OMB质量控制方法会把一些能反映大气异常状态且正确的资料剔除,而EOF质量控制方法则能较好地保留这些资料。Using six hourly 2 m temperature of T639 and NCEP analysis in winter （from December 2009 to February 2010） and summer （from June to August 2010） as background fields, by EOF （Empirical Orthogonal Function） quality control method, 2 m temperature in China and its neighboring regions was studied. The results show that the outliers identified with NCEP background field is more than that of T639 background field. Meanwhile, the areas with more outliers overlap are the areas where the biweight standard deviations of observation increment higher. The biweight standard deviations in winter are higher than in summer, so does the number of outliers. Besides, the comparising between traditional OMB （Observation-Minus-Background） and EOF quality control methods reveale that some correct observations reflecting unusual states of atmospheric are removed by traditional OMB quality control method, but are retained by EOF quality control method, even though both methods could make the distribution of observation increments more Gaussian-like.

关 键 词：质量控制 EOF 2m温度 

分 类 号：P412.1[天文地球—大气科学及气象学]